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Algorithms

Explainable machine learning reveals diverse yield-determining factors among Thai rice farmer cohorts: Implications for targeted agricultural support

Manusnan Suriyalaksh, Benjapon Prommawin, [ ... ], Sutkhet Nakasathien

A hybrid transformer-BiLSTM model optimized with Firefly Algorithm for network traffic anomaly detection

Debiao Luo, Weijie Wang, [ ... ], Jia Zhang

A path planning approach for ship collision avoidance integrating BRB reasoning and velocity obstacle algorithm

Minmin Zheng, Shuwu Wang, Haiyang Tu, Qianyu Lu

Digital media pattern design compression and optimization method based on K-means clustering and LLE dimensionality reduction

Binmei Liu, Shiwan Zhou, [ ... ], Wenting Lu

Optimized feature selection and zero-parameter channel attention BiLSTM for RPL-attack classification in IoT networks

Sudha Rani Unnam, Kareemulla Shaik

Evaluating machine learning algorithms at predicting developmental trajectories using sequential dataset truncation of voluntary alcohol consumption in adolescent mice

Nathan Yu, Steven Buyske, Uthman Qureshi, Lei Yu

The occurrence of a particular state is a predictor of successful travel consultation

Hidehito Honda, Takatomi Kubo, [ ... ], Kazuhiro Ueda

Direct and indirect mapping of the 12-item Short Form Survey version 2 (SF-12v2) onto the EQ-5D-5L utility scores in general Thai population

Krittaphas Kangwanrattanakul

GARN3: A coarse-grained helix centered technique for RNA 3D structures prediction

Jhonatan Silva, Johanne Cohen, Daniel Cordeiro

GL-Net: A knowledge-guided Gaussian-gated and layered refinement network for 3D MRI segmentation of brain gliomas

Huimin Lu, Yilong Wang, [ ... ], Songzhe Ma

Machine learning-based seasonal SMAP soil moisture retrieval integrating MODIS drought indices: A case study of the Wujiang River Basin

Ju Zhao, Hanyu Lu, Pengfei Qu, Yongyi Yuan

Identifying policy-relevant traffic crash risk factors in Cheongju, South Korea using logistic regression and explainable machine learning

Eun-Ji Lee, Sua Kim, Hyun-Ji Lee, Jae-Hwan Jhong

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